default search action
Siddhartha Nath
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
- [j6]Yi-Chen Lu, Siddhartha Nath, Sai Pentapati, Sung Kyu Lim:
ECO-GNN: Signoff Power Prediction Using Graph Neural Networks with Subgraph Approximation. ACM Trans. Design Autom. Electr. Syst. 28(4): 55:1-55:22 (2023) - [c28]Rongjian Liang, Siddhartha Nath, Anand Rajaram, Jiang Hu, Haoxing Ren:
BufFormer: A Generative ML Framework for Scalable Buffering. ASP-DAC 2023: 264-270 - 2022
- [c27]Siddhartha Nath, Geraldo Pradipta, Corey Hu, Tian Yang, Brucek Khailany, Haoxing Ren:
Generative self-supervised learning for gate sizing: invited. DAC 2022: 1331-1334 - [c26]Haoxing Ren, Siddhartha Nath, Yanqing Zhang, Hao Chen, Mingjie Liu:
Why are Graph Neural Networks Effective for EDA Problems?: (Invited Paper). ICCAD 2022: 1:1-1:8 - [c25]Siddhartha Nath, Geraldo Pradipta, Corey Hu, Tian Yang, Brucek Khailany, Haoxing Ren:
TransSizer: A Novel Transformer-Based Fast Gate Sizer. ICCAD 2022: 74:1-74:9 - 2021
- [c24]Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim:
RL-Sizer: VLSI Gate Sizing for Timing Optimization using Deep Reinforcement Learning. DAC 2021: 733-738 - [c23]Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim:
Doomed Run Prediction in Physical Design by Exploiting Sequential Flow and Graph Learning. ICCAD 2021: 1-9 - [c22]Haoxing Ren, Saad Godil, Brucek Khailany, Robert Kirby, Haiguang Liao, Siddhartha Nath, Jonathan Raiman, Rajarshi Roy:
Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper. ICCAD 2021: 1-6 - [c21]Siddhartha Nath, Vishal Khandelwal:
Machine Learning-Enabled High-Frequency Low-Power Digital Design Implementation At Advanced Process Nodes. ISPD 2021: 83-90 - 2020
- [c20]Yi-Chen Lu, Siddhartha Nath, Sai Surya Kiran Pentapati, Sung Kyu Lim:
A Fast Learning-Driven Signoff Power Optimization Framework. ICCAD 2020: 161:1-161:9
2010 – 2019
- 2017
- [j5]Prabhav Agrawal, Mike Broxterman, Biswadeep Chatterjee, Patrick Cuevas, Kathy H. Hayashi, Andrew B. Kahng, Pranay K. Myana, Siddhartha Nath:
Optimal Scheduling and Allocation for IC Design Management and Cost Reduction. ACM Trans. Design Autom. Electr. Syst. 22(4): 60:1-60:30 (2017) - 2016
- [b1]Siddhartha Nath:
New Applications of Learning-Based Modeling in Nanoscale Integrated-Circuit Design. University of California, San Diego, USA, 2016 - [c19]Wei-Ting Jonas Chan, Kun Young Chung, Andrew B. Kahng, Nancy D. MacDonald, Siddhartha Nath:
Learning-based prediction of embedded memory timing failures during initial floorplan design. ASP-DAC 2016: 178-185 - [c18]Wei-Ting Jonas Chan, Yang Du, Andrew B. Kahng, Siddhartha Nath, Kambiz Samadi:
BEOL stack-aware routability prediction from placement using data mining techniques. ICCD 2016: 41-48 - 2015
- [j4]Andrew B. Kahng, Bill Lin, Siddhartha Nath:
ORION3.0: A Comprehensive NoC Router Estimation Tool. IEEE Embed. Syst. Lett. 7(2): 41-45 (2015) - [j3]Tuck-Boon Chan, Andrew B. Kahng, Jiajia Li, Siddhartha Nath, Bongil Park:
Optimization of Overdrive Signoff in High-Performance and Low-Power ICs. IEEE Trans. Very Large Scale Integr. Syst. 23(8): 1552-1556 (2015) - [c17]Kwangsoo Han, Jiajia Li, Andrew B. Kahng, Siddhartha Nath, Jongpil Lee:
A global-local optimization framework for simultaneous multi-mode multi-corner clock skew variation reduction. DAC 2015: 26:1-26:6 - [c16]Wei-Ting Jonas Chan, Siddhartha Nath, Andrew B. Kahng, Yang Du, Kambiz Samadi:
3DIC benefit estimation and implementation guidance from 2DIC implementation. DAC 2015: 30:1-30:6 - [c15]Andrew B. Kahng, Mulong Luo, Gi-Joon Nam, Siddhartha Nath, David Z. Pan, Gabriel Robins:
Toward Metrics of Design Automation Research Impact. ICCAD 2015: 263-270 - [c14]Andrew B. Kahng, Mulong Luo, Siddhartha Nath:
SI for free: machine learning of interconnect coupling delay and transition effects. SLIP 2015: 1-8 - 2014
- [c13]Seung-Soo Han, Andrew B. Kahng, Siddhartha Nath, Ashok S. Vydyanathan:
A deep learning methodology to proliferate golden signoff timing. DATE 2014: 1-6 - [c12]Tuck-Boon Chan, Kwangsoo Han, Andrew B. Kahng, Jae-Gon Lee, Siddhartha Nath:
OCV-aware top-level clock tree optimization. ACM Great Lakes Symposium on VLSI 2014: 33-38 - [c11]Juan Antonio Carballo, Wei-Ting Jonas Chan, Paolo A. Gargini, Andrew B. Kahng, Siddhartha Nath:
ITRS 2.0: Toward a re-framing of the Semiconductor Technology Roadmap. ICCD 2014: 139-146 - [c10]Wei-Ting Jonas Chan, Andrew B. Kahng, Siddhartha Nath, Ichiro Yamamoto:
The ITRS MPU and SOC system drivers: Calibration and implications for design-based equivalent scaling in the roadmap. ICCD 2014: 153-160 - [c9]Andrew B. Kahng, Siddhartha Nath:
Optimal reliability-constrained overdrive frequency selection in multicore systems. ISQED 2014: 300-308 - [c8]Wei-Ting Jonas Chan, Andrew B. Kahng, Siddhartha Nath:
Methodology for electromigration signoff in the presence of adaptive voltage scaling. SLIP 2014: 6:1-6:7 - 2013
- [c7]Tuck-Boon Chan, Andrew B. Kahng, Jiajia Li, Siddhartha Nath:
Optimization of overdrive signoff. ASP-DAC 2013: 344-349 - [c6]Andrew B. Kahng, Siddhartha Nath, Tajana Rosing:
On potential design impacts of electromigration awareness. ASP-DAC 2013: 527-532 - [c5]Andrew B. Kahng, Bill Lin, Siddhartha Nath:
Enhanced metamodeling techniques for high-dimensional IC design estimation problems. DATE 2013: 1861-1866 - [c4]Andrew B. Kahng, Ilgweon Kang, Siddhartha Nath:
Incremental multiple-scan chain ordering for ECO flip-flop insertion. ICCAD 2013: 705-712 - [c3]Andrew B. Kahng, Seokhyeong Kang, Hyein Lee, Siddhartha Nath, Jyoti Wadhwani:
Learning-based approximation of interconnect delay and slew in signoff timing tools. SLIP 2013: 1-8 - [c2]Andrew B. Kahng, Bill Lin, Siddhartha Nath:
High-dimensional metamodeling for prediction of clock tree synthesis outcomes. SLIP 2013: 1-7 - 2012
- [j2]Manish Arora, Siddhartha Nath, Subhra Mazumdar, Scott B. Baden, Dean M. Tullsen:
Redefining the Role of the CPU in the Era of CPU-GPU Integration. IEEE Micro 32(6): 4-16 (2012) - [c1]Andrew B. Kahng, Bill Lin, Siddhartha Nath:
Explicit modeling of control and data for improved NoC router estimation. DAC 2012: 392-397 - 2011
- [j1]Nathan Goulding-Hotta, Jack Sampson, Ganesh Venkatesh, Saturnino Garcia, Joe Auricchio, Po-Chao Huang, Manish Arora, Siddhartha Nath, Vikram Bhatt, Jonathan Babb, Steven Swanson, Michael B. Taylor:
The GreenDroid Mobile Application Processor: An Architecture for Silicon's Dark Future. IEEE Micro 31(2): 86-95 (2011)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-24 23:13 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint